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rag-server

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

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as last read from GitHub; most reads are from 2 Sep 2026 or later
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Install

No one-command install. Set it up from its source.

Alternatives · MCPs

  1. exa4,952 stars · 378 forks · passed install test99.822
  2. modular-rag-mcp-server1,162 stars · 266 forks98.062
  3. shinpr-local-rag378 stars · 69 forks96.294

What it is

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

When to use it

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

How to install / invoke

See Glama for the install config.

Notes

Listed from the Glama MCP registry.